Re:How much did AlphaGo Zero cost? (2018)
by Symmetry on Thursday June 11, 2020 @10:43AM
(#23489434)
Alpha Go Zero used a combination of deep learning within a classical AI Monte Carlo simulation framework. Without a similarly effective framework its not surprising that Alpha Star wasn't able to achieve similar success. I've watched a lot of Alpha Star replays and the lapses in forethought glare through pretty regularly, though other aspects of its judgement (not just reflexes!) seem frankly super human.
[ Parent
| on HN ]
Re:How much did AlphaGo Zero cost? (2018)
by embrassingstuff on Thursday June 11, 2020 @06:05PM
(#23493778)
Why was MCTS (or some search variant) not used in alphastar ?
(Sure, u need to somehow roll forward and rollback the StarCraft world, but for Atari using MCTS was shown to be an order of magnitude more efficient )
I have also seen comments that the search width is too large, or maybe academic purity consideration?